Pith Number

pith:6LBZ5FDZ

pith:2023:6LBZ5FDZU4R7HEQGBH4MYPETGS

not attested not anchored not stored refs pending

How Does Generative Retrieval Scale to Millions of Passages?

Adam D. Lelkes, Donald Metzler, Honglei Zhuang, Jai Gupta, Jimmy Lin, Kai Hui, Ronak Pradeep, Vinh Q. Tran

arxiv:2305.11841 v1 · 2023-05-19 · cs.IR · cs.CL

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6LBZ5FDZU4R7HEQGBH4MYPETGS}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

3 papers in Pith

Understanding and Debugging Failures in N-Gram-Based Generative Retrieval

RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!

Mitigating Collaborative Semantic ID Staleness in Generative Retrieval

Receipt and verification

First computed	2026-07-05T06:11:51.799102Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f2c39e9479a723f3920609f8cc3c9334aa119e08f1da752d541d6ae7e7d9f80f

Aliases

arxiv: 2305.11841 · arxiv_version: 2305.11841v1 · doi: 10.48550/arxiv.2305.11841 · pith_short_12: 6LBZ5FDZU4R7 · pith_short_16: 6LBZ5FDZU4R7HEQG · pith_short_8: 6LBZ5FDZ

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/6LBZ5FDZU4R7HEQGBH4MYPETGS \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: f2c39e9479a723f3920609f8cc3c9334aa119e08f1da752d541d6ae7e7d9f80f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09178bf5b034da85a57875601e76631cb7e41e9076589c53378956f048e3b803",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-05-19T17:33:38Z",
    "title_canon_sha256": "30e38920834d015196884ee463f1ada9dcdaae088768e8fcd4140c73312ad4ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.11841",
    "kind": "arxiv",
    "version": 1
  }
}